The graph represents a network of 5,513 Twitter users whose recent tweets contained "panamapapers", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 22:06 UTC.
The tweets in the network were tweeted over the 2527-day, 4-hour, 16-minute period from Sunday, 03 April 2016 at 20:38 UTC to Monday, 06 March 2023 at 00:55 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 5513
Unique Edges : 3686
Edges With Duplicates : 12365
Total Edges : 16051
Number of Edge Types : 9
Retweet : 3335
MentionsInRetweet : 5282
Replies to : 1561
MentionsInReplyTo : 3995
Tweet : 716
Mentions : 520
Quote : 201
MentionsInQuoteReply : 105
MentionsInQuote : 336
Self-Loops : 1453
Reciprocated Vertex Pair Ratio : 0.0192649269025823
Reciprocated Edge Ratio : 0.0378016085790885
Connected Components : 514
Single-Vertex Connected Components : 132
Maximum Vertices in a Connected Component : 3411
Maximum Edges in a Connected Component : 11737
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.546497
Graph Density : 0.000245494420497586
Modularity : 0.459314
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,513 Twitter users whose recent tweets contained "panamapapers", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 22:06 UTC.
The tweets in the network were tweeted over the 2527-day, 4-hour, 16-minute period from Sunday, 03 April 2016 at 20:38 UTC to Monday, 06 March 2023 at 00:55 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : panamapapers
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[327] guillermo,lasso [317] abogado,guillermo [317] #alerta,abogado [317] lasso,#panamapapers [317] #panamapapers,abogado [317] lasso,#danilocarrera [317] abogado,cuñado [317] cuñado,lasso [316] #danilocarrera,ecarmigni [316] tiemporealec,#alerta Top Word Pairs in Tweet in G1:
[325] guillermo,lasso [316] cuñado,lasso [316] lasso,#panamapapers [316] lasso,#danilocarrera [316] abogado,guillermo [316] #panamapapers,abogado [316] #alerta,abogado [316] abogado,cuñado [315] tiemporealec,#alerta [315] #danilocarrera,ecarmigni Top Word Pairs in Tweet in G2:
[273] charged,allegedly [271] icijorg,four [238] move,millions [238] four,banking [238] banking,executives [233] millions,dollars [232] arm,charged [232] gazprombank's,swiss [232] helping,move [232] executives,gazprombank's Top Word Pairs in Tweet in G3:
[117] corruption,#ukraine [116] blanc,blanc [116] lci,débat [116] mais,personne [116] lave,plus [116] blanc,mais [116] #ukraine,#zelensky [116] plus,blanc [116] rappelle,#panamapapers [116] #zelensky,lave Top Word Pairs in Tweet in G4:
[301] #panamaleaks,#panamapapers [272] #mazahirnaqvi,#panamaleaks [228] #saqibnisar,#damfund [188] #panamapapers,#saqibnisar [179] #judicialoverreach,#mazahirnaqvi [151] #damfund,#ijazulahsan [151] #umaratabandial,#memogate [147] #memogate,#pco [146] #iftikharmuhammadchaudhry,#umaratabandial [146] #ijazulahsan,#iftikharmuhammadchaudhry Top Word Pairs in Tweet in G5:
[180] بھی,کوئی [150] میں,تو [150] لندن,میں [150] کوئی,پراپرٹی [150] میری,لندن [150] نوازکی,شکل [150] پاکستان,میں [150] تو,کیا [150] سے,ملتی [150] ملتی,ہے Top Word Pairs in Tweet in G6:
[53] anticorruption,panamapapers [52] snowden,julianassange_ [52] wikileaks,anticorruption [52] panamapapers,eu_anti_corrupt [52] julianassange_,wikileaks [51] eu_anti_corrupt,euantifraud [49] euantifraud,euaci_ukraine [8] euaci_ukraine,snowden [5] bhartiaxalife,icicibank [5] weitem,nett Top Word Pairs in Tweet in G7:
[44] panama,papers [37] papers,case [37] corruption,charges [37] sharif,major [37] #panamapapers,#nawazsharif [37] pakistan,#panamapapers [37] nawaz,sharif [37] case,corruption [37] against,nawaz [37] charges,against Top Word Pairs in Tweet in G8:
[10] die,ukraine [6] panamapapers,#zelensky [5] ukraine,die [5] 100,mio [4] weniger,dankbarkeit [4] unverschämtheit,mehr [4] #ukraine,pays [4] pure,unverschämtheit [4] scholz,ukraine [4] macht,desto Top Word Pairs in Tweet in G9:
[24] luis,cebrián [24] juan,luis [21] claudia,sheinbaum [17] fundador,primer [17] primer,director [16] star,petroleum [16] sheinbaum,pardo [16] #panamapapers,vinculado [14] cebrián,apareció [13] claudiashein,#panamapapers Top Word Pairs in Tweet in G10:
[99] synesyfe,one [91] deal,article [91] mates,asked [91] below,ramifications [91] article,below [91] one,mates [91] asked,whole [91] whole,big [91] big,deal [33] #sars,#panamapapers Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: